LibCoopt: A library for combinatorial optimization on partial permutation matrices
Liu, Zhi-Yong1,3,4; Wang, Jing-Jing1; Yang, Xu1; Feng, Shi-Hao2
Source PublicationNEUROCOMPUTING
2017-05-10
Volume237Issue:noPages:414-417
SubtypeArticle
AbstractLibCoopt is an open-source matlab code library which provides a general and convenient tool to approximately solve the combinatorial optimization problems on the set of partial permutation matrices, which are frequently encountered in computer vision, bioinformatics, social analysis, etc. To use the library, the user needs only to give the objective function and its gradient function associated with the problem. Two typical problems, the subgraph matching problem and the quadratic assignment problem, are employed to illustrate how to use the library and also its flexibility on different types of problems.
KeywordCombinatorial Optimization Partial Permutation Matrices Graduated Projection Deterministic Annealing
WOS HeadingsScience & Technology ; Technology
DOI10.1016/j.neucom.2016.11.048
WOS KeywordGNCCP
Indexed BySCI
Language英语
Funding OrganizationNational Foundation of Science of China (NFSC)(61375005 ; Ministry of Science and Technology of China (MOST)(2015BAK35B00 ; U1613213 ; 2015BAK35B01) ; 61033011)
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000397356700040
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/14125
Collection复杂系统管理与控制国家重点实验室_机器人理论与应用
Affiliation1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Shanghai Jiao Tong Univ, Sch Elect & Informat Engn, Shanghai 200240, Peoples R China
3.CAS Ctr Excellence Brain Sci & Intelligence Techn, Shanghai 200031, Peoples R China
4.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China
First Author AffilicationChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Liu, Zhi-Yong,Wang, Jing-Jing,Yang, Xu,et al. LibCoopt: A library for combinatorial optimization on partial permutation matrices[J]. NEUROCOMPUTING,2017,237(no):414-417.
APA Liu, Zhi-Yong,Wang, Jing-Jing,Yang, Xu,&Feng, Shi-Hao.(2017).LibCoopt: A library for combinatorial optimization on partial permutation matrices.NEUROCOMPUTING,237(no),414-417.
MLA Liu, Zhi-Yong,et al."LibCoopt: A library for combinatorial optimization on partial permutation matrices".NEUROCOMPUTING 237.no(2017):414-417.
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